Comparing Airbyte with Supermetrics and Weld
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What is Airbyte
Pros
- Open-source platform
- A really large number of connectors and destinations
- Easy deployment
- Managed cloud option
- Engineering-focused with advanced options to build your own connectors and features
- Has both ELT and Reverse ETL options
- Large community
Cons
- More suited for advanced teams
- Require more maintenance
- The quality of connectors can vary because of open-source
- High dependence on community
In a review from Confessions of a Data Guy, he shares::
What I like about Airbyte
If you don't have workloads that currently use DBT or fit well into that model, this probably isn’t the tool for you.
What I dislike about Airbyte
What is Supermetrics
Pros
- Easy to use
- Pre-built reports
- Google Sheets destination
- Flexibility in data storage and visualization options
Cons
- Complex pricing model
- Expensive
- Limited data transformation capabilities
- Slow data refresh rates
- Can be glitchy
- Not suitable for very large datasets
A reviewer on G2:
What I like about Supermetrics
Supermetrics is so easy to use, and the user interface for Google Sheets is intuitive and fast. There is a huge number of connectors available. I liked the scheduling options in my legacy plan, with hourly refreshes available. The customer support is premium and fast.
What I dislike about Supermetrics
There is a limited set of connectors available in the less expensive pricing plans, and the pricing has increased significantly over the years.
What is Weld
Pros
- Premium quality connectors and reliability
- User-friendly and easy to set up
- AI assistant
- Very competitive and easy-to-understand pricing model
- Reverse ETL option
- Lineage, orchestration, and workflow features
- Advanced transformation and SQL modeling capabilities
- Ability to handle large datasets and near real-time data sync
- Combines data from a wide range of sources for a single source of truth
Cons
- Requires some technical knowledge around data warehousing and SQL
- Limited features for advanced data teams
A reviewer on G2 said:
What I like about Weld
First and foremost, Weld is incredibly user-friendly. The graphical interface is intuitive, which makes it easy to build data workflows quickly and efficiently. Even with little experience in SQL and pipeline management, we found that Weld was straightforward and easy to use. What really impressed me, however, was Weld's flexibility. It was able to handle data from a wide variety of sources, including SQL databases, Google Sheets, and even APIs. The solution also allowed us to customize my data transformations in a way that best suited my needs. Whether I needed to clean data, join tables, or aggregate data, Weld had the necessary tools to accomplish the task. Weld's performance was also exceptional. I was able to run large-scale ETL jobs quickly and efficiently, with minimal downtime via a Snowflake instance and visualization via own-hosted Metabase. The solution's scalability meant that I could process more data without any issues. Another standout feature of Weld was its support. I never felt lost or unsure about how to use a particular feature, as the support team was always quick to respond to any questions or concerns that I had. Overall, I highly recommend Weld as an ETL solution. Its user-friendliness, flexibility, performance, and support make it an excellent choice for anyone looking to streamline their data integration processes. I will definitely be using Weld for all my ETL needs going forward.
What I dislike about Weld
Weld is still limited to a certain number of integrations - although the team is super interested to hear if you need custom integrations.
Airbyte vs Supermetrics: Ease of Use and User Interface
Airbyte
Airbyte is an open-source platform that is easier for teams with strong coding skills but may be challenging for those without technical expertise, especially when building custom connectors.
Supermetrics
Supermetrics is easy to use, especially for marketers who need to fetch data quickly from various platforms and transfer it to spreadsheets or BI tools.
Airbyte vs Supermetrics: Pricing Transparency and Affordability
Airbyte
Airbyte offers a flexible pricing model based on credits, but costs can add up depending on data volume, making it more suitable for teams that can optimize their usage.
Supermetrics
The pricing model for Supermetrics can be complex and expensive, which might be a concern for small businesses or those with limited budgets.
Airbyte vs Supermetrics: Comprehensive Feature Set
Airbyte
The platform supports a large number of connectors and destinations and is designed to work well with DBT and SQL, providing robust options for teams building a modern data stack.
Supermetrics
Supermetrics offers pre-built reports and flexibility in data storage and visualization, but has limited data transformation capabilities and may have slow data refresh rates.
Airbyte vs Supermetrics: Flexibility and Customization
Airbyte
Airbyte's open-source nature and customization options make it highly flexible for teams with the capability to maintain and build on the platform, but this flexibility comes with a higher maintenance burden.
Supermetrics
Supermetrics provides flexibility in where data can be stored and visualized, but may lack advanced customization options for more technical users.
Summary of Airbyte vs Supermetrics vs Weld
Weld | Airbyte | Supermetrics | |
---|---|---|---|
Connectors | 150+ | 350+ | 128+ |
Price | $99 / 2 connectors | $2.50/credit (one million rows = 6 credits; 1 GB = 4 credits) | starts at €29 / month - 3 data sources - 1 user |
Free tier | No | Yes | No |
Extract data (ETL) | Yes | Yes | Yes |
Sync data to HubSpot, Salesforce, Klaviyo, Excel etc. (reverse ETL) | Yes | Yes | No |
Version control | Yes | No | No |
Orchestration | Yes | No | No |
Lineage | Yes | No | No |
AI Assistant | Yes | No | No |
Load data to and from Excel | Yes | No | No |
Load data to and from Google Sheets | Yes | No | No |
Two-Way Sync | Yes | No | No |
G2 Rating | 4.8 | 4.2 | 4.4 |
Conclusion
In comparison to Weld, Supermetrics serves as a robust tool for marketers needing to pull data from various platforms into spreadsheets or BI tools. However, it lacks some advanced features and capabilities, particularly in data transformation and reverse ETL, which limits its use for more complex data workflows. Supermetrics' pricing model can also be a barrier for smaller teams or those needing more transparency and predictability. Weld, on the other hand, offers a more comprehensive, user-friendly, and cost-effective solution, making it a better fit for teams looking for an all-in-one platform with built-in transformations and reverse ETL capabilities.
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